Computer Vision Projects with OpenCV and Python 3
Pythonistheidealprogramminglanguageforrapidlyprototypinganddevelopingproduction-gradecodesforimageprocessingandComputerVisionwithitsrobustsyntaxandwealthofpowerfullibraries.Thisbookwillhelpyoudesignanddevelopproduction-gradeComputerVisionprojectstacklingreal-worldproblems.Withthehelpofthisbook,youwilllearnhowtosetupAnacondaandPythonforthemajorOSeswithcutting-edgethird-partylibrariesforComputerVision.You'lllearnstate-of-the-arttechniquesforclassifyingimages,findingandidentifyinghumanpostures,anddetectingfaceswithinvideos.YouwillusepowerfulmachinelearningtoolssuchasOpenCV,Dlib,andTensorFlowtobuildexcitingprojectssuchasclassifyinghandwrittendigits,detectingfacialfeatures,andmuchmore.Thebookalsocoverssomeadvancedprojects,suchasreadingtextfromlicenseplatesfromreal-worldimagesusingGoogle’sTesseractsoftware,andtrackinghumanbodyposesusingDeeperCutwithinTensorFlow.Bytheendofthisbook,youwillhavetheexpertiserequiredtobuildyourownComputerVisionprojectsusingPythonanditsassociatedlibraries.
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